Analytics Vidhya

SEPTEMBER 25, 2023

In today’s cutthroat competition and with large language models, comprehending customer thoughts is no longer a luxury but a necessity.

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Large Language Models Chatbots Generative AI NLP 335

Unite.AI

MARCH 22, 2024

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP).

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Analytics Vidhya

JUNE 5, 2023

Introduction In the realm of artificial intelligence, a transformative force has emerged, capturing the imaginations of researchers, developers, and enthusiasts alike: large language models.

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Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 283

Analytics Vidhya

MAY 23, 2023

With advanced large […] The post 10 Exciting Projects on Large Language Models(LLM) appeared first on Analytics Vidhya. A portfolio of your projects, blog posts, and open-source contributions can set you apart from other candidates. You can demonstrate your skills by creating smaller projects from start to finish.

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Large Language Models LLM Software Development Data Science 332

Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. The introduction of the transformer architecture has provided a new paradigm for building models that understand and generate human language with unprecedented accuracy and fluency.

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Large Language Models NLP Convolutional Neural Networks Neural Network 122

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. With billions of parameters, these models demand extensive computational resources for operation. Yet, their immense size incurs substantial computational expenses.

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Large Language Models Categorization Natural Language Processing Algorithm 132

Analytics Vidhya

AUGUST 26, 2023

In this article, we will explore how PEFT methods optimize the adaptation of Large Language Models (LLMs) to specific tasks. We will unravel the advantages and disadvantages of PEFT, […] The post Parameter-Efficient Fine-Tuning of Large Language Models with LoRA and QLoRA appeared first on Analytics Vidhya.

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Large Language Models Generative AI NLP AI 269

Marktechpost

MAY 5, 2024

The large language models (LLMs) research domain emphasizes aligning these models with human preferences to produce helpful, unbiased, and safe responses. A primary challenge in NLP is teaching LLMs to provide responses that align with human preferences, avoiding biases, and generating useful and safe answers.

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Marktechpost

APRIL 26, 2024

Graph Machine Learning (Graph ML), especially Graph Neural Networks (GNNs), has emerged to effectively model such data, utilizing deep learning’s message-passing mechanism to capture high-order relationships. Foundation Models (FMs) have revolutionized NLP and vision domains in the broader AI spectrum.

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Marktechpost

MARCH 8, 2024

The relentless advancement in natural language processing (NLP) has ushered in an era of large language models (LLMs) capable of performing various complex tasks with unprecedented accuracy. The innovative handling of weight outliers and optimization of quantization ranges to minimize quantization error.

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Large Language Models Algorithm Natural Language Processing NLP 131

Marktechpost

MAY 7, 2024

The emergence of large language models (LLMs) has profoundly influenced the field of biomedicine, providing critical support for synthesizing vast data. These models are instrumental in distilling complex information into understandable and actionable insights. on the GIT and ChemProt datasets, respectively.

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Large Language Models Data Analysis LLM NLP 71

Analytics Vidhya

MAY 1, 2024

Google’s latest breakthrough in natural language processing (NLP), called Gecko, has been gaining a lot of interest since its launch. Unlike traditional text embedding models, Gecko takes a whole new approach by distilling knowledge from large language models (LLMs).

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Large Language Models Natural Language Processing NLP AI Modeling 312

Unite.AI

DECEMBER 4, 2023

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

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Marktechpost

NOVEMBER 21, 2023

Leveraging recent innovations in NLP, they employ methods to assess factuality through consistency with external knowledge bases and use the direct preference optimization algorithm for fine-tuning. Focusing on open-ended generation settings, it proposes fine-tuning language models for improved factuality without human labeling.

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Large Language Models NLP Algorithm Automation 128

Analytics Vidhya

APRIL 21, 2024

Introduction Converting natural language queries into code is one of the toughest challenges in NLP. This is where Google Gemma, an Open Source Large Language Model comes into […] The post Fine-tuning Google Gemma with Unsloth appeared first on Analytics Vidhya.

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Large Language Models Software Development NLP Generative AI 323

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. What are Large Language Models and Why are They Important? Their foundational nature allows them to be fine-tuned for a wide variety of downstream NLP tasks.

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Marktechpost

MARCH 1, 2024

The quest for clean, usable data for pretraining Large Language Models (LLMs) resembles searching for treasure amidst chaos. With NeuScraper, researchers and developers can tap into the web’s vast resources more effectively, curating high-quality datasets that can drive future advancements in NLP and beyond.

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Marktechpost

MARCH 30, 2024

Natural Language Processing (NLP) models are pivotal for various applications, from translation services to virtual assistants. These models have become increasingly sophisticated and offer nuanced understanding and interaction capabilities as technology advances. If you like our work, you will love our newsletter.

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Large Language Models NLP Natural Language Processing ML 127

AWS Machine Learning Blog

APRIL 29, 2024

In recent years, large language models (LLMs) have gained attention for their effectiveness, leading various industries to adapt general LLMs to their data for improved results, making efficient training and hardware availability crucial. Continual Pre-Training of Large Language Models: How to (re) warm your model?

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Large Language Models NLP Machine Learning ML 107

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. A transformer architecture is typically implemented as a Large language model.

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Large Language Models LLM Natural Language Processing Deep Learning 98

Marktechpost

MARCH 19, 2024

Large language models (LLMs) have revolutionized how computers understand and generate human language in machine learning and natural language processing. We must overcome significant challenges as we explore the full potential of these models, particularly in processing exceptionally lengthy sequences.

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Large Language Models Machine Learning Natural Language Processing NLP 131

SAS Software

MARCH 11, 2024

While large language models (LLMs) have become synonymous with advanced AI capabilities, their integration into various business and technological domains is often accompanied by significant costs. These costs arise from the extensive computational resources required for training and running these models.

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Mlearning.ai

MAY 5, 2023

A basic introduction to large language models and their emergence Source: Here “GPT is like alchemy!”  — Ilya Sutskever, chief scientist of OpenAI WE CAN CONNECT ON :| LINKEDIN | TWITTER | MEDIUM | SUBSTACK | In recent years, there has been a great deal of buzz surrounding large language models, or LLMs for short.

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Large Language Models Neural Network Natural Language Processing Deep Learning 98

Marktechpost

SEPTEMBER 3, 2023

Large language models like GPT-3 and their impact on various aspects of society are a subject of significant interest and debate. Large language models have significantly advanced the field of NLP. Their model is based on the GPT-3 generative pretraining architecture and uses only 13B parameters.

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Large Language Models Natural Language Processing NLP Artificial Intelligence 125

Marktechpost

MARCH 4, 2024

From producing writing that resembles that of a human being to comprehending subtleties of language, Large Language Models (LLMs) have played a key role in attaining state-of-the-art performance in various Natural Language Processing (NLP) applications. Check out the Paper and Github.

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Large Language Models Natural Language Processing NLP LLM 109

Marktechpost

JANUARY 26, 2024

With the advancement of AI in recent times, large language models are being used in many fields. These models are trained on larger datasets and require bigger training datasets. These are used in various natural language processing (NLP) tasks, such as dialogue systems, machine translation, information retrieval, etc.

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Large Language Models Natural Language Processing LLM NLP 130

Marktechpost

SEPTEMBER 3, 2023

In a world increasingly driven by the intersection of language and technology, the demand for versatile and powerful language models has never been greater. Traditional large language models (LLMs) have excelled in textual comprehension or coding tasks but seldom managed to strike a harmonious balance between the two.

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Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). If you like our work, you will love our newsletter.

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Large Language Models AI Researcher AI Research Neural Network 128

Marktechpost

OCTOBER 10, 2023

is one of the most recent advancements in artificial intelligence (AI) for large language models (LLMs). Mistral AI’s latest LLM is one of the largest and most potent examples of this model type, boasting 7 billion parameters. is a transformer model, a type of neural network especially useful for NLP applications.

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Large Language Models Neural Network Natural Language Processing NLP 110

Analytics Vidhya

APRIL 10, 2024

Introduction While OpenAI’s GPT-4 has made waves as a powerful large language model, its closed-source nature and usage limitations have left many developers seeking open-source alternatives.

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Marktechpost

DECEMBER 17, 2023

Natural Language Processing (NLP) has come a long way in the last few months, especially with the introduction of Large Language Models (LLMs). Models like GPT, PaLM, LLaMA, etc., Many models overlook the practical value of biomedical NLP tasks like dialogue and question-answering in clinical settings.

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Large Language Models Natural Language Processing NLP AI 128

Marktechpost

NOVEMBER 9, 2023

The biggest advancement in the field of Artificial Intelligence is the introduction of Large Language Models (LLMs). These Natural Language Processing (NLP) based models handle large and complicated datasets, which causes them to face a unique challenge in the finance industry.

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Large Language Models LLM NLP Natural Language Processing 123

ODSC - Open Data Science

SEPTEMBER 6, 2023

Most people who have experience working with large language models such as Google’s Bard or OpenAI’s ChatGPT have worked with an LLM that is general, and not industry-specific. But as time has gone on, many industries have realized the power of these models. CaseHOLD is a new dataset for legal NLP tasks.

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Large Language Models LLM NLP BERT 98

Unite.AI

JANUARY 10, 2024

By integrating the sophisticated language processing capabilities of models like ChatGPT with the versatile and widely-used Scikit-learn framework, Scikit-LLM offers an unmatched arsenal for delving into the complexities of textual data. and the user-friendly environment of Scikit-learn.

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Large Language Models LLM Machine Learning Natural Language Processing 147

Marktechpost

MARCH 10, 2024

Developing and refining Large Language Models (LLMs) has become a focal point of cutting-edge research in the rapidly evolving field of artificial intelligence, particularly in natural language processing. The survey delineates the extensive scale of data involved, with pre-training corpora alone exceeding 774.5

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Large Language Models Natural Language Processing LLM Categorization 113

Allen AI

JUNE 19, 2023

How to be mindful of current risks when using chatbots and writing assistants By Maria Antoniak , Li Lucy , Maarten Sap , and Luca Soldaini Have you used ChatGPT, Bard, or other large language models (LLMs)? Did you get excited about the potential uses of these models? Wait, what’s a large language model?

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Large Language Models LLM Chatbots Explainability 143

Marktechpost

FEBRUARY 28, 2024

Financial documents are usually laden with complex numerical data and very specific terminology and jargon, which presents a challenge for existing Natural Language Processing (NLP) models. If you like our work, you will love our newsletter. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

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